Data science without makeup : a guidebook for end-users, analysts and managers
Author(s)
Bibliographic Information
Data science without makeup : a guidebook for end-users, analysts and managers
CRC Press, 2022
- : pbk
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Note
Includes bibliographical references and index
Contents of Works
- The ugly truth. What is data science ; Data science is hard ; Our brain sucks
- A new hope. Data science for people ; Quality assurance ; Automation
- People, people, people. Hiring a data scientist ; What a data scientist wants ; Measuring data science
Description and Table of Contents
Description
- The book shows you what 'data science' actually is and focuses uniquely on how to minimize the negatives of (bad) data science
- It discusses the actual place of data science in a variety of companies, and what that means for the process of data science
- It provides 'how to' advice to both individuals and managers
- It takes a critical approach to data science and provides widely-relatable examples
Table of Contents
Foreword by Tom Allen, Lead Sports Scientist at Arsenal FC
Part One. The Ugly Truth
1. What is Data Science?
2. Data Science is Hard
3. Our Brain Sucks
Part Two. A New Hope
4. Data Science for People
5. Quality Assurance
6. Automation
Part Three. People, People, People
7. Hiring a Data Scientist
8 What a Data Scientist Wants
9. Measuring Performance
by "Nielsen BookData"